Jeroen Burms

Online unsupervised terrain classification for a compliant tensegrity robot using a mixture of echo state networks

Truly autonomous robots require the capacity to recognise their surroundings by interpreting their sensorimotor stream. We present an online learning algorithm for training a mixture of echo state network experts that can segment a compliant robot's sensorimotor stream. Our method follows a probabil…